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quickNmix: Asymptotic N-Mixture Model Fitting
For fitting N-mixture models using either FFT or asymptotic approaches. FFT N-mixture models extend the work of Cowen et al. (2017) <doi:10.1111/biom.12701>. Asymptotic N-mixture models extend the work of Dail and Madsen (2011) <doi:10.1111/j.1541-0420.2010.01465.x>, to consider asymptotic solutions to the open population N-mixture models. The FFT models are derived and described in "Parker, M.R.P., Elliott, L., Cowen, L.L.E. (2022). Computational efficiency and precision for replicated-count and batch-marked hidden population models [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.". The asymptotic models are derived and described in: "Parker, M.R.P., Elliott, L., Cowen, L.L.E., Cao, J. (2022). Fast asymptotic solutions for N-mixtures on large populations [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.".
Getting started
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Package details |
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| Author | Matthew RP Parker [aut, cre] (<https://orcid.org/0000-0003-3021-7959>), Lloyd Elliott [aut] (<https://orcid.org/0000-0003-2187-7314>), Laura LE Cowen [aut] (<https://orcid.org/0000-0002-0853-1450>), Jiguo Cao [aut] (<https://orcid.org/0000-0001-7417-6330>) |
| Maintainer | Matthew RP Parker <mrparker909@gmail.com> |
| License | MIT + file LICENSE |
| Version | 1.1.1 |
| Package repository | View on CRAN |
| Installation |
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